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COMP SCI 7059NA - Artificial Intelligence

Ngee Ann Academy - Trimester 1 - 2015

This is an introductory course on Artificial Intelligence. The topics may include: AI methodology and fundamentals; intelligent agents; search algorithms; game playing; supervised and unsupervised learning; decision tree learning; neural networks; nearest neighbour methods; dimensionality reduction; clustering; kernel machines; support vector machines; uncertainty and probability theory; probabilistic reasoning in AI; Bayesian networks; statistical learning; fuzzy logic. Several assignments will be given to enable the student to gain practical experience in using these techniques.

The ÐÓ°ÉÖ±²¥ of Adelaide is committed to regular reviews of the courses and programs it offers to students. The ÐÓ°ÉÖ±²¥ of Adelaide therefore reserves the right to discontinue or vary programs and courses without notice. Please read the important information contained in the disclaimer.